Triple

T5579771
Position Surface form Disambiguated ID Type / Status
Subject Lambadi language E146611 entity
Predicate spokenBy P2181 FINISHED
Object Banjara people
The Banjara people are a traditionally nomadic ethnic community of India known for their vibrant attire, rich folk traditions, and history as traders and transporters across the subcontinent.
E544818 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Banjara people | Statement: [Lambadi language, spokenBy, Banjara people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banjara people
Context triple: [Lambadi language, spokenBy, Banjara people]
  • A. Bagheli people
    The Bagheli people are an Indo-Aryan ethnic group of central India, primarily in the Bagelkhand region, known for their distinct Bagheli language and cultural traditions.
  • B. Khetrani people
    The Khetrani people are an ethnic community of Balochistan, Pakistan, known for their distinct cultural traditions and their own Indo-Aryan language, Khetrani.
  • C. Kutchi people
    The Kutchi people are an Indo-Aryan ethnic community native to the Kutch region of Gujarat, India, known for their distinctive Kutchi language, rich folk traditions, and vibrant handicrafts.
  • D. Tripuri people
    The Tripuri people are an indigenous ethnic group of Northeast India with a distinct Tibeto-Burman language, rich cultural traditions, and a historical kingdom centered in what is now the state of Tripura.
  • E. Kurukh people
    The Kurukh people are an indigenous Dravidian-speaking ethnic group of central and eastern India, traditionally known as forest-dwelling cultivators with a distinct language and cultural heritage.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Banjara people
Triple: [Lambadi language, spokenBy, Banjara people]
Generated description
The Banjara people are a traditionally nomadic ethnic community of India known for their vibrant attire, rich folk traditions, and history as traders and transporters across the subcontinent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banjara people
Target entity description: The Banjara people are a traditionally nomadic ethnic community of India known for their vibrant attire, rich folk traditions, and history as traders and transporters across the subcontinent.
  • A. Bagheli people
    The Bagheli people are an Indo-Aryan ethnic group of central India, primarily in the Bagelkhand region, known for their distinct Bagheli language and cultural traditions.
  • B. Khetrani people
    The Khetrani people are an ethnic community of Balochistan, Pakistan, known for their distinct cultural traditions and their own Indo-Aryan language, Khetrani.
  • C. Kutchi people
    The Kutchi people are an Indo-Aryan ethnic community native to the Kutch region of Gujarat, India, known for their distinctive Kutchi language, rich folk traditions, and vibrant handicrafts.
  • D. Tripuri people
    The Tripuri people are an indigenous ethnic group of Northeast India with a distinct Tibeto-Burman language, rich cultural traditions, and a historical kingdom centered in what is now the state of Tripura.
  • E. Kurukh people
    The Kurukh people are an indigenous Dravidian-speaking ethnic group of central and eastern India, traditionally known as forest-dwelling cultivators with a distinct language and cultural heritage.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206d62548190b8a3c6efc1825661 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07d85e478819087502c3927997363 completed March 22, 2026, 11:38 p.m.
NEDg Description generation batch_69c08d238384819089104f5c778ec315 completed March 23, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c08dac9eec8190996f6c537777801b completed March 23, 2026, 12:47 a.m.
Created at: March 22, 2026, 3:37 p.m.